Improving Predictive Performance and Calibration by Weight Fusion in Semantic Segmentation

no code implementations • 22 Jul 2022 • Timo Sämann, Ahmed Mostafa Hammam, Andrei Bursuc, Christoph Stiller, Horst-Michael Groß

Albeit effective, only few works haveimproved the understanding and the performance of weight averaging. Here, we revisit this approach and show that a simple weight fusion (WF)strategy can lead to a significantly improved predictive performance andcalibration.

Semantic Segmentation